DS002 Final Presentation
December 5, 2025
Project 1: Data Viz (Long Beach Animal Shelter)
Visualization 2: Animal types
Visualization 3: Animal Names Word Cloud using Shiny
Project 2: Text Analysis
Changes in headlines about women over time
Changes in headlines about women by country
Project 3: Simulation Study
Visualization of data
# A tibble: 1 × 2
avg_diff med_diff
<dbl> <dbl>
1 13.7 49.5Null distribution
# A tibble: 10 × 5
obs_avg_diff obs_med_diff perm_avg_diff perm_med_diff rep
<dbl> <dbl> <dbl> <dbl> <int>
1 13.7 49.5 -53.9 -31.9 1
2 13.7 49.5 -8.82 16.1 2
3 13.7 49.5 24.3 41.4 3
4 13.7 49.5 -32.0 -31.9 4
5 13.7 49.5 -29.7 16.1 5
6 13.7 49.5 12.2 8.06 6
7 13.7 49.5 -13.3 -31.9 7
8 13.7 49.5 56.4 16.1 8
9 13.7 49.5 15.9 66.7 9
10 13.7 49.5 -37.2 8.06 10
P-value
Project 4: Data Ethics: The Havasupai Tribe vs. the Arizona Board of Regents
Sources: academic article and NPR interview
Project 5: SQL
